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Ke Chen
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HTS-AT: A Hierarchical Token-Semantic Audio Transformer for Sound Classification and Detection
K Chen, X Du, B Zhu, Z Ma, T Berg-Kirkpatrick, S Dubnov
(ICASSP 2022) IEEE International Conference on Acoustics, Speech and Signal …, 2022
183*2022
Large-scale contrastive language-audio pretraining with feature fusion and keyword-to-caption augmentation
K Chen*, Y Wu*, T Zhang, Y Hui, T Berg-Kirkpatrick, S Dubnov
ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023
1722023
Pop909: A pop-song dataset for music arrangement generation
K Chen, Z Wang, J Jiang, Y Zhang, M Xu, S Dai, X Gu, G Xia
(ISMIR 2020) the 21st International Society for Music Information Retrieval …, 2020
111*2020
The effect of explicit structure encoding of deep neural networks for symbolic music generation
K Chen, W Zhang, S Dubnov, G Xia, W Li
(MMRP 2019) 2019 International Workshop on Multilayer Music Representation …, 2019
702019
MusPy: A Toolkit for Symbolic Music Generation
HW Dong, K Chen, J McAuley, T Berg-Kirkpatrick
(ISMIR 2020) the 21st International Society for Music Information Retrieval …, 2020
612020
Music SketchNet: Controllable Music Generation via Factorized Representations of Pitch and Rhythm
K Chen, C Wang, T Berg-Kirkpatrick, S Dubnov
(ISMIR 2020) the 21st International Society for Music Information Retrieval …, 2020
562020
Learning Audio Embeddings with User Listening Data for Content-based Music Recommendation
K Chen, B Liang, X Ma, M Gu
(ICASSP 2021) IEEE International Conference on Acoustics, Speech and Signal …, 2021
342021
Large vocabulary chord transcription via chord structure decomposition
J Jiang, K Chen, W Li, G Xia
(ISMIR 2019) the 20th International Society for Music Information Retrieval …, 2019
292019
Multitrack Music Transformer
HW Dong, K Chen, S Dubnov, J McAuley, T Berg-Kirkpatrick
(ICASSP 2023) IEEE International Conference on Acoustics, Speech and Signal …, 2023
282023
Zero-shot Audio Source Separation through Query-based Learning from Weakly-labeled Data
K Chen, X Du, B Zhu, Z Ma, T Berg-Kirkpatrick, S Dubnov
(AAAI 2022) AAAI Conference on Artificial Intelligence Conference, 2022
242022
Continuous Melody Generation via Disentangled Short-Term Representations and Structural Conditions
K Chen, G Xia, S Dubnov
(ICSC 2020) IEEE 14th International Conference on Semantic Computing, 2020
212020
Bytecover2: Towards dimensionality reduction of latent embedding for efficient cover song identification
X Du, K Chen, Z Wang, B Zhu, Z Ma
(ICASSP 2022) IEEE International Conference on Acoustics, Speech and Signal …, 2022
192022
TONet: Tone-Octave Network for Singing Melody Extraction from Polyphonic Music
K Chen, S Yu, C Wang, W Li, T Berg-Kirkpatrick, S Dubnov
(ICASSP 2022) IEEE International Conference on Acoustics, Speech and Signal …, 2022
112022
Graph contrastive learning with implicit augmentations
H Liang, X Du, B Zhu, Z Ma, K Chen, J Gao
Neural Networks 163, 156-164, 2023
102023
MusicLDM: Enhancing novelty in text-to-music generation using beat-synchronous mixup strategies
K Chen, Y Wu, H Liu, M Nezhurina, T Berg-Kirkpatrick, S Dubnov
(ICASSP 2024) IEEE International Conference on Acoustics, Speech and Signal …, 2024
92024
Mirex 2018 submission: A structural chord representation for automatic large-vocabulary chord transcription
J Jiang, K Chen, W Li, G Xia
(ISMIR 2018) the 19th International Society for Music Information Retrieval …, 2018
92018
Universal source separation with weakly labelled data
Q Kong, K Chen, H Liu, X Du, T Berg-Kirkpatrick, S Dubnov, MD Plumbley
arXiv preprint arXiv:2305.07447, 2023
72023
The Song Describer Dataset: a Corpus of Audio Captions for Music-and-Language Evaluation
I Manco, B Weck, SH Doh, M Won, Y Zhang, D Bodganov, Y Wu, K Chen, ...
NeurIPS 2023 (Audio Workshop), 2023
52023
Improving Choral Music Separation through Expressive Synthesized Data from Sampled Instruments
K Chen, HW Dong, Y Luo, J McAuley, T Berg-Kirkpatrick, M Puckette, ...
(ISMIR 2022) the 23rd International Society for Music Information Retrieval …, 2022
42022
AudioSR: Versatile Audio Super-resolution at Scale
H Liu, K Chen, Q Tian, W Wang, MD Plumbley
(ICASSP 2024) IEEE International Conference on Acoustics, Speech and Signal …, 2024
32024
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